Generative AI Mastery With 15+ Real Time Projects
A Comprehensive Guide to Building, Deploying, and Optimizing Generative AI using Langchain and Huggingface with project.
What you will learn:
Create generative AI systems using OpenAI, Retrieval-Augmented Generation (RAG), and Large Language Model (LLM) Agents.Learn to create advanced generative AI applications leveraging the Langchain framework and Huggingface's state-of-the-art models.
Understand the architecture and design patterns for building robust generative AI systems.
Gain hands-on experience in deploying generative AI models to various environments, including cloud platforms and on-premise servers.
Explore different deployment strategies, ensuring scalability and reliability of AI applications.
Develop Retrieval-Augmented Generation (RAG) pipelines to enhance the performance and accuracy of generative models by integrating retrieval mechanisms.
Learn to seamlessly incorporate Huggingface's pre-trained models into Langchain applications, leveraging their powerful NLP capabilities.
Customize and fine-tune Huggingface models to fit specific application requirements and use cases.
Work on real-world projects that illustrate the application of generative AI in various domains, such as chatbots, RAG, and Content generation.